PROJECT 7

Plant Seedlings Image Classification using CNN

Aaron Coteff 3.13.2021

GreatLearning AI/ML

Import Libraries

Load Data

Reshape Data

Print Shape Of Data

Visualize Images In Dataset

Pre-Processing: Normalization

Pre-Processing: Gaussian Blurring

Before/After

Split Data

Convert Labels

Define Layers

Set Optimizer & Loss Function

Fit Model

Evaluate Model

Confusion Matrix

Visualize Predictions